A Signaling Crosstalk Links SNAIL to the 37/67 kDa Laminin-1 Receptor Ribosomal Protein SA and Regulates the Acquisition of a Cancer Stem Cell Molecular Signature in U87 Glioblastoma Neurospheres
Abstract
:Simple Summary
Abstract
1. Introduction
2. Materials and Methods
2.1. Materials
2.2. Cell Culture
2.3. Total RNA Isolation, cDNA Synthesis, and Real-Time Quantitative PCR
2.4. Total RNA Library Preparation
2.5. RNA Sequencing
2.6. Reads Alignment and Differential Expression Analysis
2.7. Gene Set Enrichment Analysis
2.8. Western Blot
2.9. In Silico Analysis of Transcripts Levels in Clinical Glioblastoma and Low-Grade Glioma Tissues
2.10. Statistical Data Analysis
3. Results
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
References
- Tamimi, A.F.; Juweid, M. Epidemiology and Outcome of Glioblastoma. In Glioblastoma; De Vleeschouwer, S., Ed.; Codon Publications: Brisbane, Australia, 2017; Chapter 8. [Google Scholar]
- Cruz, J.V.R.; Batista, C.; Afonso, B.H.; Alexandre-Moreira, M.S.; Dubois, L.G.; Pontes, B.; Moura Neto, V.; Mendes, F.A. Obstacles to glioblastoma treatment two decades after temozolomide. Cancers 2022, 14, 3203. [Google Scholar] [CrossRef] [PubMed]
- Arvanitis, C.D.; Ferraro, G.B.; Jain, R.K. The blood-brain barrier and blood-tumour barrier in brain tumours and metastases. Nat. Rev. Cancer 2020, 20, 26–41. [Google Scholar] [CrossRef] [PubMed]
- Alves, A.L.V.; Gomes, I.N.F.; Carloni, A.C.; Rosa, M.N.; da Silva, L.S.; Evangelista, A.F.; Reis, R.M.; Silva, V.A.O. Role of glioblastoma stem cells in cancer therapeutic resistance: A perspective on antineoplastic agents from natural sources and chemical derivatives. Stem Cell Res. Ther. 2021, 12, 206. [Google Scholar] [CrossRef]
- Sun, H.R.; Wang, S.; Yan, S.C.; Zhang, Y.; Nelson, P.J.; Jia, H.L.; Qin, L.X.; Dong, Q.Z. Therapeutic strategies targeting cancer stem cells and their microenvironment. Front. Oncol. 2019, 9, 1104. [Google Scholar] [CrossRef] [PubMed]
- Ahuja, N.; Sharma, A.R.; Baylin, S.B. Epigenetic therapeutics: A new weapon in the war against cancer. Annu. Rev. Med. 2016, 67, 73–89. [Google Scholar] [CrossRef]
- Hardy, T.M.; Tollefsbol, T.O. Epigenetic diet: Impact on the epigenome and cancer. Epigenomics 2011, 3, 503–518. [Google Scholar] [CrossRef]
- Chan, M.M.; Chen, R.; Fong, D. Targeting cancer stem cells with dietary phytochemical—Repositioned drug combinations. Cancer Lett. 2018, 433, 53–64. [Google Scholar] [CrossRef]
- Lee, E.Y.; Muller, W.J. Oncogenes and tumor suppressor genes. Cold Spring Harb. Perspect. Biol. 2010, 2, a003236. [Google Scholar] [CrossRef]
- Muz, B.; de la Puente, P.; Azab, F.; Azab, A.K. The role of hypoxia in cancer progression, angiogenesis, metastasis, and resistance to therapy. Hypoxia 2015, 3, 83–92. [Google Scholar] [CrossRef]
- Taghibakhshi, A.; Barisam, M.; Saidi, M.S.; Kashaninejad, N.; Nguyen, N.T. Three-dimensional modeling of avascular tumor growth in both static and dynamic culture platforms. Micromachines 2019, 10, 580. [Google Scholar] [CrossRef]
- Amereh, M.; Edwards, R.; Akbari, M.; Nadler, B. In-silico modeling of tumor spheroid formation and growth. Micromachines 2021, 12, 749. [Google Scholar] [CrossRef] [PubMed]
- Le, C.T.; Leenders, W.P.J.; Molenaar, R.J.; van Noorden, C.J.F. Effects of the green tea polyphenol epigallocatechin-3-gallate on glioma: A critical evaluation of the literature. Nutr. Cancer 2018, 70, 317–333. [Google Scholar] [CrossRef] [PubMed]
- Negri, A.; Naponelli, V.; Rizzi, F.; Bettuzzi, S. Molecular targets of epigallocatechin-gallate (EGCG): A special focus on signal transduction and cancer. Nutrients 2018, 10, 1936. [Google Scholar] [CrossRef]
- Jiang, P.; Xu, C.; Zhang, P.; Ren, J.; Mageed, F.; Wu, X.; Chen, L.; Zeb, F.; Feng, Q.; Li, S. Epigallocatechin-3-gallate inhibits self-renewal ability of lung cancer stem-like cells through inhibition of CLOCK. Int. J. Mol. Med. 2020, 46, 2216–2224. [Google Scholar] [CrossRef] [PubMed]
- Maleki Dana, P.; Sadoughi, F.; Asemi, Z.; Yousefi, B. The role of polyphenols in overcoming cancer drug resistance: A comprehensive review. Cell Mol. Biol. Lett. 2022, 27, 1. [Google Scholar] [CrossRef]
- Liu, K.; Tsung, K.; Attenello, F.J. Characterizing cell stress and GRP78 in glioma to enhance tumor treatment. Front. Oncol. 2020, 10, 608911. [Google Scholar] [CrossRef] [PubMed]
- Chen, S.; Zhou, Y.; Chen, Y.; Gu, J. Fastp: An ultra-fast all-in-one FASTQ preprocessor. Bioinformatics 2018, 34, i884–i890. [Google Scholar] [CrossRef]
- Dobin, A.; Davis, C.A.; Schlesinger, F.; Drenkow, J.; Zaleski, C.; Jha, S.; Batut, P.; Chaisson, M.; Gingeras, T.R. STAR: Ultrafast universal RNA-seq aligner. Bioinformatics 2013, 29, 15–21. [Google Scholar] [CrossRef]
- Love, M.I.; Huber, W.; Anders, S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 2014, 15, 550. [Google Scholar] [CrossRef]
- Subramanian, A.; Tamayo, P.; Mootha, V.K.; Mukherjee, S.; Ebert, B.L.; Gillette, M.A.; Paulovich, A.; Pomeroy, S.L.; Golub, T.R.; Lander, E.S.; et al. Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles. Proc. Natl. Acad. Sci. USA 2005, 102, 15545–15550. [Google Scholar] [CrossRef]
- Tang, Z.; Li, C.; Kang, B.; Gao, G.; Li, C.; Zhang, Z. GEPIA: A web server for cancer and normal gene expression profiling and interactive analyses. Nucleic. Acids Res. 2017, 45, W98–W102. [Google Scholar] [CrossRef] [PubMed]
- Xiang, X.; Phung, Y.; Feng, M.; Nagashima, K.; Zhang, J.; Broaddus, V.C.; Hassan, R.; Fitzgerald, D.; Ho, M. The development and characterization of a human mesothelioma in vitro 3D model to investigate immunotoxin therapy. PLoS ONE 2011, 6, e14640. [Google Scholar] [CrossRef]
- Yang, T.M.; Barbone, D.; Fennell, D.A.; Broaddus, V.C. Bcl-2 family proteins contribute to apoptotic resistance in lung cancer multicellular spheroids. Am. J. Respir. Cell Mol. Biol. 2009, 41, 14–23. [Google Scholar] [CrossRef] [PubMed]
- Han, X.; Kuang, Y.; Chen, H.; Liu, T.; Zhang, J.; Liu, J. p19INK4d: More than just a cyclin-dependent kinase inhibitor. Curr. Drug. Targets 2020, 21, 96–102. [Google Scholar] [CrossRef]
- Zhang, J.; Furuta, T.; Sabit, H.; Tamai, S.; Jiapaer, S.; Dong, Y.; Kinoshita, M.; Uchida, Y.; Ohtsuki, S.; Terasaki, T.; et al. Gelsolin inhibits malignant phenotype of glioblastoma and is regulated by miR-654-5p and miR-450b-5p. Cancer Sci. 2020, 111, 2413–2422. [Google Scholar] [CrossRef] [PubMed]
- Wang, Q.; Hu, B.; Hu, X.; Kim, H.; Squatrito, M.; Scarpace, L.; de Carvalho, A.C.; Lyu, S.; Li, P.; Li, Y.; et al. Tumor evolution of glioma-intrinsic gene expression subtypes associates with immunological changes in the microenvironment. Cancer Cell 2017, 32, 42–56. [Google Scholar] [CrossRef]
- Carbonell, W.S.; DeLay, M.; Jahangiri, A.; Park, C.C.; Aghi, M.K. β1 integrin targeting potentiates antiangiogenic therapy and inhibits the growth of bevacizumab-resistant glioblastoma. Cancer Res. 2013, 73, 3145–3154. [Google Scholar] [CrossRef]
- Wen, P.Y.; Omuro, A.; Ahluwalia, M.S.; Fathallah-Shaykh, H.M.; Mohile, N.; Lager, J.J.; Laird, A.D.; Tang, J.; Jiang, J.; Egile, C.; et al. Phase I dose-escalation study of the PI3K/mTOR inhibitor voxtalisib (SAR245409, XL765) plus temozolomide with or without radiotherapy in patients with high-grade glioma. Neuro Oncol. 2015, 17, 1275–1283. [Google Scholar] [CrossRef]
- Olmez, I.; Zhang, Y.; Manigat, L.; Benamar, M.; Brenneman, B.; Nakano, I.; Godlewski, J.; Bronisz, A.; Lee, J.; Abbas, T.; et al. Combined c-Met/Trk inhibition overcomes resistance to CDK4/6 inhibitors in glioblastoma. Cancer Res. 2018, 78, 4360–4369. [Google Scholar] [CrossRef] [PubMed]
- Brennan, C.W.; Verhaak, R.G.; McKenna, A.; Campos, B.; Noushmehr, H.; Salama, S.R.; Zheng, S.; Chakravarty, D.; Sanborn, J.Z.; Berman, S.H.; et al. The somatic genomic landscape of glioblastoma. Cell 2013, 155, 462–477. [Google Scholar] [CrossRef]
- Chiodi, I.; Mondello, C. Lifestyle factors, tumor cell plasticity and cancer stem cells. Mutat. Res. Rev. Mutat. Res. 2020, 784, 108308. [Google Scholar] [CrossRef] [PubMed]
- Rudrapal, M.; Maji, S.; Prajapati, S.K.; Kesharwani, P.; Deb, P.K.; Khan, J.; Mohamed Ismail, R.; Kankate, R.S.; Sahoo, R.K.; Khairnar, S.J.; et al. Protective effects of diets rich in polyphenols in cigarette smoke (CS)-induced oxidative damages and associated health implications. Antioxidants 2022, 11, 1217. [Google Scholar] [CrossRef] [PubMed]
- Smiley, S.B.; Zarrinmayeh, H.; Das, S.K.; Pollok, K.E.; Vannier, M.W.; Veronesi, M.C. Novel therapeutics and drug-delivery approaches in the modulation of glioblastoma stem cell resistance. Ther. Deliv. 2022, 13, 249–273. [Google Scholar] [CrossRef]
- Pavon, L.F.; Marti, L.C.; Sibov, T.T.; Malheiros, S.M.; Brandt, R.A.; Cavalheiro, S.; Gamarra, L.F. In vitro analysis of neurospheres derived from glioblastoma primary culture: A novel methodology paradigm. Front. Neurol. 2014, 4, 214. [Google Scholar] [CrossRef] [PubMed]
- Laks, D.R.; Masterman-Smith, M.; Visnyei, K.; Angenieux, B.; Orozco, N.M.; Foran, I.; Yong, W.H.; Vinters, H.V.; Liau, L.M.; Lazareff, J.A.; et al. Neurosphere formation is an independent predictor of clinical outcome in malignant glioma. Stem Cells 2009, 27, 980–987. [Google Scholar] [CrossRef] [PubMed]
- Annabi, B.; Lachambre, M.P.; Plouffe, K.; Sartelet, H.; Béliveau, R. Modulation of invasive properties of CD133+ glioblastoma stem cells: A role for MT1-MMP in bioactive lysophospholipid signaling. Mol. Carcinog. 2009, 48, 910–919. [Google Scholar] [CrossRef]
- Sartelet, H.; Imbriglio, T.; Nyalendo, C.; Haddad, E.; Annabi, B.; Duval, M.; Fetni, R.; Victor, K.; Alexendrov, L.; Sinnett, D.; et al. CD133 expression is associated with poor outcome in neuroblastoma via chemoresistance mediated by the AKT pathway. Histopathology 2012, 60, 1144–1155. [Google Scholar] [CrossRef]
- Bhattacharya, S.; Calar, K.; de la Puente, P. Mimicking tumor hypoxia and tumor-immune interactions employing three-dimensional in vitro models. J. Exp. Clin. Cancer Res. 2020, 39, 75. [Google Scholar] [CrossRef]
- Avila-Carrasco, L.; Majano, P.; Sánchez-Toméro, J.A.; Selgas, R.; López-Cabrera, M.; Aguilera, A.; González Mateo, G. Natural plants compounds as modulators of epithelial-to-mesenchymal transition. Front. Pharmacol. 2019, 10, 715. [Google Scholar] [CrossRef]
- Gonzalez Suarez, N.; Fernandez-Marrero, Y.; Torabidastgerdooei, S.; Annabi, B. EGCG prevents the onset of an inflammatory and cancer-associated adipocyte-like phenotype in adipose-derived mesenchymal stem/stromal cells in response to the triple-negative breast cancer secretome. Nutrients 2022, 14, 1099. [Google Scholar] [CrossRef]
- Huang, Z.; Zhang, Z.; Zhou, C.; Liu, L.; Huang, C. Epithelial-mesenchymal transition: The history, regulatory mechanism, and cancer therapeutic opportunities. MedComm 2022, 3, e144. [Google Scholar] [CrossRef] [PubMed]
- Djediai, S.; Gonzalez Suarez, N.; El Cheikh-Hussein, L.; Rodriguez Torres, S.; Gresseau, L.; Dhayne, S.; Joly-Lopez, Z.; Annabi, B. MT1-MMP cooperates with TGF-β receptor-mediated signaling to trigger SNAIL and induce epithelial-to-mesenchymal-like transition in U87 glioblastoma cells. Int. J. Mol. Sci. 2021, 22, 13006. [Google Scholar] [CrossRef] [PubMed]
- Sicard, A.A.; Dao, T.; Suarez, N.G.; Annabi, B. Diet-derived gallated catechins prevent TGF-β-mediated epithelial-mesenchymal transition, cell migration and vasculogenic mimicry in chemosensitive ES-2 ovarian cancer cells. Nutr. Cancer 2021, 73, 169–180. [Google Scholar] [CrossRef] [PubMed]
- Mortezaee, K.; Majidpoor, J.; Kharazinejad, E. Epithelial-mesenchymal transition in cancer stemness and heterogeneity: Updated. Med. Oncol. 2022, 39, 193. [Google Scholar] [CrossRef]
- Saitoh, M. Epithelial-mesenchymal transition by synergy between transforming growth factor-β and growth factors in cancer progression. Diagnostics 2022, 12, 2127. [Google Scholar] [CrossRef]
- Sadrkhanloo, M.; Entezari, M.; Orouei, S.; Ghollasi, M.; Fathi, N.; Rezaei, S.; Hejazi, E.S.; Kakavand, A.; Saebfar, H.; Hashemi, M.; et al. STAT3-EMT axis in tumors: Modulation of cancer metastasis, stemness and therapy response. Pharmacol. Res. 2022, 182, 106311. [Google Scholar] [CrossRef]
- Akrida, I.; Bravou, V.; Papadaki, H. The deadly crosstalk between Hippo pathway and epithelial-mesenchymal transition (EMT) in cancer. Mol. Biol. Rep. 2022, 49, 10065–10076. [Google Scholar] [CrossRef]
- Buyuk, B.; Jin, S.; Ye, K. Epithelial-to-mesenchymal transition signaling pathways responsible for breast cancer metastasis. Cell Mol. Bioeng. 2021, 15, 1–13. [Google Scholar] [CrossRef]
- Chen, W.; Zhang, Y.; Li, R.; Huang, W.; Wei, X.; Zeng, D.; Liang, Y.; Zeng, Y.; Chen, M.; Zhang, L.; et al. Notch3 transactivates glycogen synthase kinase-3-beta and inhibits epithelial-to-mesenchymal transition in breast cancer cells. Cells 2022, 11, 2872. [Google Scholar] [CrossRef]
- Vijay, G.V.; Zhao, N.; Den Hollander, P.; Toneff, M.J.; Joseph, R.; Pietila, M.; Taube, J.H.; Sarkar, T.R.; Ramirez-Pena, E.; Werden, S.J.; et al. GSK3β regulates epithelial-mesenchymal transition and cancer stem cell properties in triple-negative breast cancer. Breast Cancer Res. 2019, 21, 37. [Google Scholar] [CrossRef]
- Xu, Y.; Lee, S.H.; Kim, H.S.; Kim, N.H.; Piao, S.; Park, S.H.; Jung, Y.S.; Yook, J.I.; Park, B.J.; Ha, N.C. Role of CK1 in GSK3beta-mediated phosphorylation and degradation of Snail. Oncogene 2010, 29, 3124–3133. [Google Scholar] [CrossRef]
- Zhou, B.P.; Deng, J.; Xia, W.; Xu, J.; Li, Y.M.; Gunduz, M.; Hung, M.C. Dual regulation of Snail by GSK-3beta-mediated phosphorylation in control of epithelial-mesenchymal transition. Nat. Cell Biol. 2004, 6, 931–940. [Google Scholar] [CrossRef] [PubMed]
- Davies, A.H.; Reipas, K.; Hu, K.; Berns, R.; Firmino, N.; Stratford, A.L.; Dunn, S.E. Inhibition of RSK with the novel small-molecule inhibitor LJI308 overcomes chemoresistance by eliminating cancer stem cells. Oncotarget 2015, 6, 20570–20577. [Google Scholar] [CrossRef] [PubMed]
- Shammas, M.A.; Neri, P.; Koley, H.; Batchu, R.B.; Bertheau, R.C.; Munshi, V.; Prabhala, R.; Fulciniti, M.; Tai, Y.T.; Treon, S.P.; et al. Specific killing of multiple myeloma cells by (-)-epigallocatechin-3-gallate extracted from green tea: Biologic activity and therapeutic implications. Blood 2006, 108, 2804–2810. [Google Scholar] [CrossRef] [PubMed]
- Britschgi, A.; Simon, H.U.; Tobler, A.; Fey, M.F.; Tschan, M.P. Epigallocatechin-3-gallate induces cell death in acute myeloid leukaemia cells and supports all-trans retinoic acid-induced neutrophil differentiation via death-associated protein kinase 2. Br. J. Haematol. 2010, 149, 55–64. [Google Scholar] [CrossRef] [PubMed]
- Fujimura, Y.; Kumazoe, M.; Tachibana, H. 67-kDa laminin receptor-mediated cellular sensing system of green tea polyphenol EGCG and functional food pairing. Molecules 2022, 27, 5130. [Google Scholar] [CrossRef]
- Ménard, S.; Tagliabue, E.; Colnaghi, M.I. The 67 kDa laminin receptor as a prognostic factor in human cancer. Breast Cancer Res. Treat. 1998, 52, 137–145. [Google Scholar] [CrossRef]
- Morais Freitas, V.; Nogueira da Gama de Souza, L.; Cyreno Oliveira, E.; Furuse, C.; Cavalcanti de Araújo, V.; Gastaldoni Jaeger, R. Malignancy-related 67kDa laminin receptor in adenoid cystic carcinoma. Effect on migration and beta-catenin expression. Oral. Oncol. 2007, 43, 987–998. [Google Scholar] [CrossRef]
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Gresseau, L.; Roy, M.-E.; Duhamel, S.; Annabi, B. A Signaling Crosstalk Links SNAIL to the 37/67 kDa Laminin-1 Receptor Ribosomal Protein SA and Regulates the Acquisition of a Cancer Stem Cell Molecular Signature in U87 Glioblastoma Neurospheres. Cancers 2022, 14, 5944. https://doi.org/10.3390/cancers14235944
Gresseau L, Roy M-E, Duhamel S, Annabi B. A Signaling Crosstalk Links SNAIL to the 37/67 kDa Laminin-1 Receptor Ribosomal Protein SA and Regulates the Acquisition of a Cancer Stem Cell Molecular Signature in U87 Glioblastoma Neurospheres. Cancers. 2022; 14(23):5944. https://doi.org/10.3390/cancers14235944
Chicago/Turabian StyleGresseau, Loraine, Marie-Eve Roy, Stéphanie Duhamel, and Borhane Annabi. 2022. "A Signaling Crosstalk Links SNAIL to the 37/67 kDa Laminin-1 Receptor Ribosomal Protein SA and Regulates the Acquisition of a Cancer Stem Cell Molecular Signature in U87 Glioblastoma Neurospheres" Cancers 14, no. 23: 5944. https://doi.org/10.3390/cancers14235944
APA StyleGresseau, L., Roy, M. -E., Duhamel, S., & Annabi, B. (2022). A Signaling Crosstalk Links SNAIL to the 37/67 kDa Laminin-1 Receptor Ribosomal Protein SA and Regulates the Acquisition of a Cancer Stem Cell Molecular Signature in U87 Glioblastoma Neurospheres. Cancers, 14(23), 5944. https://doi.org/10.3390/cancers14235944